Evidence map›Paper›PMID 33625373›Full record

ArticleJMIR mental health2021

Suitability of Text-Based Communications for the Delivery of Psychological Therapeutic Services to Rural and Remote Communities: Scoping Review.

Anne Dwyer, Abílio de Almeida Neto, Dominique Estival, Weicong Li, Christa Lam-Cassettari, Mark Antoniou

Abstract readScoping Review
In one paragraph

Article in JMIR mental health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

16 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Internet chat based intervention as a mode for therapy and counselling.Global mental health (Cambridge, England) · 2025
    Article
  5. Observational
  6. Review
  7. Technology-based suicide prevention: An umbrella review.Journal of research in medical sciences : the official journal of Isfahan University of Medical Sciences · 2024
    Review
  8. Phone-Based Text Therapy for Youth Mental Health: Rapid Review.Interactive journal of medical research · 2023
    Review
  9. Article
  10. Article
  11. Text Messages for Depression, Anxiety and Alcohol Abuse Therapy-Are Construction Guidelines Needed?International journal of environmental research and public health · 2022
    Article
  12. Article
  13. Review
  14. Review
  15. Article
  16. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Anne DwyerThe MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Penrith, Australia.ORCID https://orcid.org/0000-0003-4169-3096
Abílio de Almeida NetoCentre for Work Health and Safety, NSW Government, Gosford, Australia.ORCID https://orcid.org/0000-0002-2793-8432
Dominique EstivalThe MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Penrith, Australia.ORCID https://orcid.org/0000-0002-6178-3825
Weicong LiThe MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Penrith, Australia.ORCID https://orcid.org/0000-0002-7423-2846
Christa Lam-CassettariThe MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Penrith, Australia.ORCID https://orcid.org/0000-0001-6167-551X
Mark AntoniouThe MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Penrith, Australia.ORCID https://orcid.org/0000-0001-7735-573X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPeople living in rural and remote areas have poorer access to mental health services than those living in cities. They are also less likely to seek help because of self-stigma and entrenched stoic beliefs about help seeking as a sign of weakness. E-mental health services can span great distances to reach those in need and offer a degree of privacy and anonymity exceeding that of traditional face-to-face counseling and open up possibilities for identifying at-risk individuals for targeted intervention.

objectiveThis scoping review maps the research that has explored text-based e-mental health counseling services and studies that have used language use patterns to predict mental health status. In doing so, one of the aims was to determine whether text-based counseling services have the potential to circumvent the barriers faced by clients in rural and remote communities using technology and whether text-based communications, in particular, can be used to identify individuals at risk of psychological distress or self-harm.

methodsWe conducted a comprehensive electronic literature search of PsycINFO, PubMed, ERIC, and Web of Science databases for articles published in English through November 2020.

resultsOf the 9134 articles screened, 70 met the eligibility criteria and were included in the review. There is preliminary evidence to suggest that text-based, real-time communication with a qualified therapist is an effective form of e-mental health service delivery, particularly for individuals concerned with stigma and confidentiality. There is also converging evidence that text-based communications that have been analyzed using computational linguistic techniques can be used to accurately predict progress during treatment and identify individuals at risk of serious mental health conditions and suicide.

conclusionsThis review reveals a clear need for intensified research into the extent to which text-based counseling (and predictive models using modern computational linguistics tools) may help deliver mental health treatments to underserved groups such as regional communities, identify at-risk individuals for targeted intervention, and predict progress during treatment. Such approaches have implications for policy development to improve intervention accessibility in at-risk and underserved populations.

Indexed as

counselingmental health servicesmobile healthnatural language processingtext messaging

Identifiers

PMID33625373
PMCPMC7946577

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.